{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Binary, barrier and Asian options\n",
    "\n",
    "In this notebook we want to study the problem of pricing some exotic derivatives by solving their associated PDE.\n",
    "\n",
    "I will use the same framework, based on the implicit discretization, presented in the Black-Scholes PDE notebook **2.1**.\n",
    "The results are then compared with the values obtained from other numerical methods.\n",
    "\n",
    "## Contents\n",
    "   - [Digital/Binary options](#sec1)\n",
    "      - [Numerical solution](#sec1.1)\n",
    "   - [Barrier options](#sec2)\n",
    "      - [Up and Out CALL -- Down and In CALL](#sec2.1)\n",
    "   - [Asian options](#sec3)\n",
    "      - [Numerical solution: Monte Carlo](#sec3.1)\n",
    "      - [Fixed strike](#sec3.2)\n",
    "      - [Floating strike](#sec3.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import scipy.stats as ss\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.gridspec as gridspec\n",
    "\n",
    "%matplotlib inline\n",
    "\n",
    "from scipy import sparse\n",
    "from scipy.sparse.linalg import splu\n",
    "from scipy.sparse.linalg import spsolve"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Option variables\n",
    "S0 = 100.0  # spot stock price\n",
    "K = 100.0  # strike\n",
    "T = 1.0  # maturity\n",
    "r = 0.1  # risk free rate\n",
    "sig = 0.2  # diffusion coefficient or volatility\n",
    "X0 = np.log(S0)  # logprice\n",
    "B = 120  # Barrier 1\n",
    "BB = 90  # Barrier 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec1'></a>\n",
    "## Binary/digital options\n",
    "\n",
    "For more info have a look at the [wiki page](https://en.wikipedia.org/wiki/Binary_option)\n",
    "\n",
    "Let us consider the case of a **cash or nothing CALL** binary option:\n",
    "\n",
    "\\begin{equation}\n",
    "V(t,s) = e^{- r (T-t)} \\mathbb{E}^{\\mathbb{Q}} \\bigl[ \\mathbb{1}_{\\{S_T > K\\}} \\, \\big| \\, S_t=s \\bigr].\n",
    "\\end{equation}\n",
    "\n",
    "where, as usual, $\\mathbb{Q}$ is the risk neutral measure."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec1.1'></a>\n",
    "## Numerical solution"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Closed formula"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the ATM digital call option by closed formula is:  0.5930501164033175\n"
     ]
    }
   ],
   "source": [
    "d2 = (np.log(S0 / K) + (r - sig**2 / 2) * T) / (sig * np.sqrt(T))\n",
    "N2 = ss.norm.cdf(d2)\n",
    "closed_digital = np.exp(-r * T) * N2\n",
    "print(\"The price of the ATM digital call option by closed formula is: \", closed_digital)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Monte Carlo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the ATM digital call option by Monte Carlo is:  0.593071342432063\n",
      "with standard error:  9.615080192805355e-05\n"
     ]
    }
   ],
   "source": [
    "np.random.seed(seed=42)\n",
    "N_simulation = 20000000\n",
    "W = (r - sig**2 / 2) * T + ss.norm.rvs(loc=0, scale=sig, size=N_simulation)\n",
    "S_T = S0 * np.exp(W)\n",
    "\n",
    "MC_digital = np.exp(-r * T) * np.mean(S_T > K)\n",
    "digital_std_err = np.exp(-r * T) * ss.sem(S_T > K)\n",
    "print(\"The price of the ATM digital call option by Monte Carlo is: \", MC_digital)\n",
    "print(\"with standard error: \", digital_std_err)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### PDE method:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the ATM digital call option by PDE is:  0.5930462329429435\n"
     ]
    }
   ],
   "source": [
    "Nspace = 6000  # M space steps\n",
    "Ntime = 6000  # N time steps\n",
    "S_max = 3 * float(K)\n",
    "S_min = float(K) / 3\n",
    "x_max = np.log(S_max)  # A2\n",
    "x_min = np.log(S_min)  # A1\n",
    "\n",
    "x, dx = np.linspace(x_min, x_max, Nspace, retstep=True)  # space discretization\n",
    "T_array, dt = np.linspace(0, T, Ntime, retstep=True)  # time discretization\n",
    "Payoff = np.where(np.exp(x) > K, 1, 0)  # Binary payoff\n",
    "\n",
    "V = np.zeros((Nspace, Ntime))  # grid initialization\n",
    "offset = np.zeros(Nspace - 2)  # vector to be used for the boundary terms\n",
    "\n",
    "V[:, -1] = Payoff  # terminal conditions\n",
    "V[-1, :] = 1  # boundary condition\n",
    "V[0, :] = 0  # boundary condition\n",
    "\n",
    "# construction of the tri-diagonal matrix D\n",
    "sig2 = sig * sig\n",
    "dxx = dx * dx\n",
    "a = (dt / 2) * ((r - 0.5 * sig2) / dx - sig2 / dxx)\n",
    "b = 1 + dt * (sig2 / dxx + r)\n",
    "c = -(dt / 2) * ((r - 0.5 * sig2) / dx + sig2 / dxx)\n",
    "D = sparse.diags([a, b, c], [-1, 0, 1], shape=(Nspace - 2, Nspace - 2)).tocsc()\n",
    "DD = splu(D)\n",
    "\n",
    "# Backward iteration\n",
    "for i in range(Ntime - 2, -1, -1):\n",
    "    offset[0] = a * V[0, i]\n",
    "    offset[-1] = c * V[-1, i]\n",
    "    V[1:-1, i] = DD.solve(V[1:-1, i + 1] - offset)\n",
    "\n",
    "# finds the option at S0\n",
    "oPrice = np.interp(X0, x, V[:, 0])\n",
    "print(\"The price of the ATM digital call option by PDE is: \", oPrice)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "S = np.exp(x)\n",
    "fig = plt.figure(figsize=(18, 6))\n",
    "ax1 = fig.add_subplot(121)\n",
    "ax2 = fig.add_subplot(122, projection=\"3d\")\n",
    "ax1.plot(S, Payoff, color=\"blue\", label=\"Payoff\")\n",
    "ax1.plot(S, V[:, 0], color=\"red\", label=\"Binary curve\")\n",
    "ax1.set_xlim(60, 200)\n",
    "ax1.set_ylim(0, 1.1)\n",
    "ax1.set_xlabel(\"S\")\n",
    "ax1.set_ylabel(\"V\")\n",
    "ax1.legend(loc=\"upper left\")\n",
    "ax1.set_title(\"Curve at t=0\")\n",
    "\n",
    "X, Y = np.meshgrid(T_array, S)\n",
    "ax2.plot_surface(Y, X, V)\n",
    "ax2.set_title(\"Digital option surface\")\n",
    "ax2.set_xlabel(\"S\")\n",
    "ax2.set_ylabel(\"t\")\n",
    "ax2.set_zlabel(\"V\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec2'></a>\n",
    "## Barrier options\n",
    "\n",
    "For more info have a look at the [wiki page](https://en.wikipedia.org/wiki/Barrier_option)\n",
    "\n",
    "Let us consider the case of an **Up and Out CALL** European option:\n",
    "\n",
    "\\begin{equation}\n",
    "V(t,s) = e^{- r (T-t)} \\mathbb{E}^{\\mathbb{Q}} \\bigl[ (S_T - K)^+ \\mathbb{1}_{\\{M_T < B\\}} \\, \\big| \\, S_t=s \\bigr].\n",
    "\\end{equation}\n",
    "\n",
    "where I introduced the running max:\n",
    "\n",
    "$$ M_T = \\max_{0\\leq t \\leq T} S_t. $$\n",
    "\n",
    "The parameter $B$ is the barrier.     \n",
    "We have to assume that $B > K$, otherwise the payoff would be always zero. \n",
    "\n",
    "We can also consider the **Down and In CALL** European option:\n",
    "\n",
    "\\begin{equation}\n",
    "V(t,s) = e^{- r (T-t)} \\mathbb{E}^{\\mathbb{Q}} \\bigl[ (S_T - K)^+ \\mathbb{1}_{\\{\\tilde M_T \\leq B\\}} \\, \\big| \\, S_t=s \\bigr].\n",
    "\\end{equation}\n",
    "\n",
    "where I introduced the running min:\n",
    "\n",
    "$$ \\tilde M_T = \\min_{0\\leq t \\leq T} S_t. $$\n",
    "\n",
    "In this case the option expires worthless if the barrier is not triggered. If instead the barrier is hit, the option becomes a vanilla option.\n",
    "\n",
    "The numerical methods for the **Down and Out CALL** and **Up and In CALL** are straightforward modifications of the following numerical methods."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec2.1'></a>\n",
    "## Up and Out CALL -- Down and In CALL"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Closed formula:\n",
    "\n",
    "I took the following formula from Chapter 7.3.3 of the reference book [3] and from [4]. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "d1 = lambda t, s: 1 / (sig * np.sqrt(t)) * (np.log(s) + (r + sig**2 / 2) * t)\n",
    "d2 = lambda t, s: 1 / (sig * np.sqrt(t)) * (np.log(s) + (r - sig**2 / 2) * t)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "closed_barrier_u = (\n",
    "    S0 * (ss.norm.cdf(d1(T, S0 / K)) - ss.norm.cdf(d1(T, S0 / B)))\n",
    "    - np.exp(-r * T) * K * (ss.norm.cdf(d2(T, S0 / K)) - ss.norm.cdf(d2(T, S0 / B)))\n",
    "    - B * (S0 / B) ** (-2 * r / sig**2) * (ss.norm.cdf(d1(T, B**2 / (S0 * K))) - ss.norm.cdf(d1(T, B / S0)))\n",
    "    + np.exp(-r * T)\n",
    "    * K\n",
    "    * (S0 / B) ** (-2 * r / sig**2 + 1)\n",
    "    * (ss.norm.cdf(d2(T, B**2 / (S0 * K))) - ss.norm.cdf(d2(T, B / S0)))\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the Up and Out call option by closed formula is:  1.1789018151004917\n"
     ]
    }
   ],
   "source": [
    "print(\"The price of the Up and Out call option by closed formula is: \", closed_barrier_u)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "closed_barrier_d = S0 * (BB / S0) ** (1 + 2 * r / sig**2) * (ss.norm.cdf(d1(T, BB**2 / (S0 * K)))) - np.exp(\n",
    "    -r * T\n",
    ") * K * (BB / S0) ** (-1 + 2 * r / sig**2) * (ss.norm.cdf(d2(T, BB**2 / (S0 * K))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the Down and In call option by closed formula is:  2.0364883889158847\n"
     ]
    }
   ],
   "source": [
    "print(\"The price of the Down and In call option by closed formula is: \", closed_barrier_d)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Monte Carlo:\n",
    "\n",
    "Here we use the correction proposed in [5] to adjust the Monte Carlo price of the Barrier option problems.\n",
    "\n",
    "We call $V_d$ the discete option price and $V$ the continuous option price.  The two satisfy the relation:\n",
    "\n",
    "$$ V_d(B) \\, = \\, V(B e^{ \\pm \\beta_1 \\sigma \\sqrt{\\Delta t}} ) $$\n",
    "\n",
    "where $+$ for an up option and $-$ for a down option.\n",
    "\n",
    "The parameter $\\beta_1 = -\\frac{\\zeta(1/2)}{\\sqrt{2\\pi}} \\approx 0.5826$ with $\\zeta$ the Riemann Zeta function. \n",
    "\n",
    "Here below we want to replicate the continuous option price $V$:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# correction\n",
    "beta1 = 0.5826\n",
    "B = B * np.exp(-beta1 * np.sqrt(dt) * sig)\n",
    "BB = BB * np.exp(beta1 * np.sqrt(dt) * sig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the Up and Out call option by Monte Carlo is:  1.1722841699125972\n",
      "with standard error:  0.013831717711381595\n",
      "\n",
      "The price of the Down and In call option by Monte Carlo is:  2.0397088652568667\n",
      "with standard error:  0.028168560614225728\n",
      "CPU times: user 9.92 s, sys: 1.46 s, total: 11.4 s\n",
      "Wall time: 11.6 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "np.random.seed(seed=42)\n",
    "N = 10000\n",
    "paths = 50000\n",
    "dt = T / (N - 1)  # time interval\n",
    "\n",
    "# path generation\n",
    "X_0 = np.zeros((paths, 1))\n",
    "increments = ss.norm.rvs(loc=(r - sig**2 / 2) * dt, scale=np.sqrt(dt) * sig, size=(paths, N - 1))\n",
    "X = np.concatenate((X_0, increments), axis=1).cumsum(1)\n",
    "S = S0 * np.exp(X)\n",
    "\n",
    "M = np.amax(S, axis=1)  # maximum of each path\n",
    "MM = np.amin(S, axis=1)  # minimum of each path\n",
    "\n",
    "# Up and Out   --  Discounted expected payoff\n",
    "MC_barrier_u = np.exp(-r * T) * (np.maximum(S[:, -1] - K, 0) @ (M < B)) / paths\n",
    "barrier_std_err_u = np.exp(-r * T) * ss.sem((np.maximum(S[:, -1] - K, 0) * (M < B)))\n",
    "\n",
    "print(\"The price of the Up and Out call option by Monte Carlo is: \", MC_barrier_u)\n",
    "print(\"with standard error: \", barrier_std_err_u)\n",
    "print()\n",
    "\n",
    "# Down and In\n",
    "MC_barrier_d = np.exp(-r * T) * (np.maximum(S[:, -1] - K, 0) @ (MM <= BB)) / paths\n",
    "barrier_std_err_d = np.exp(-r * T) * ss.sem((np.maximum(S[:, -1] - K, 0) * (MM <= BB)))\n",
    "\n",
    "print(\"The price of the Down and In call option by Monte Carlo is: \", MC_barrier_d)\n",
    "print(\"with standard error: \", barrier_std_err_d)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is well known that Monte Carlo methods are slow.\n",
    "\n",
    "When working with path dependent options, such as Barrier options, it is necessary to generate the entire paths. This is SUPER slow!! \n",
    "\n",
    "With C and Cython it is possible to improve the performance.\n",
    "\n",
    "There are several methods to improve the algorithm, for example by using antithetic variables [wiki](https://en.wikipedia.org/wiki/Antithetic_variates) to reduce the total variance."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### PDE method - Up and Out:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the Up and Out option by PDE is:  1.1470312860184584\n"
     ]
    }
   ],
   "source": [
    "# PDE\n",
    "Nspace = 14000  # M space steps\n",
    "Ntime = 10000  # N time steps\n",
    "S_max = B  # The max of S corresponds to the Barrier\n",
    "S_min = float(K) / 3\n",
    "x_max = np.log(S_max)  # A2\n",
    "x_min = np.log(S_min)  # A1\n",
    "\n",
    "x, dx = np.linspace(x_min, x_max, Nspace, retstep=True)  # space discretization\n",
    "T_array, dt = np.linspace(0, T, Ntime, retstep=True)  # time discretization\n",
    "Payoff = np.maximum(np.exp(x) - K, 0)  # Call payoff\n",
    "\n",
    "V = np.zeros((Nspace, Ntime))  # grid initialization\n",
    "offset = np.zeros(Nspace - 2)  # vector to be used for the boundary terms\n",
    "\n",
    "V[:, -1] = Payoff  # terminal conditions\n",
    "V[-1, :] = 0  # boundary condition\n",
    "V[0, :] = 0  # boundary condition\n",
    "\n",
    "# construction of the tri-diagonal matrix D\n",
    "sig2 = sig * sig\n",
    "dxx = dx * dx\n",
    "a = (dt / 2) * ((r - 0.5 * sig2) / dx - sig2 / dxx)\n",
    "b = 1 + dt * (sig2 / dxx + r)\n",
    "c = -(dt / 2) * ((r - 0.5 * sig2) / dx + sig2 / dxx)\n",
    "D = sparse.diags([a, b, c], [-1, 0, 1], shape=(Nspace - 2, Nspace - 2)).tocsc()\n",
    "DD = splu(D)\n",
    "\n",
    "# Backward iteration\n",
    "for i in range(Ntime - 2, -1, -1):\n",
    "    offset[0] = a * V[0, i]\n",
    "    offset[-1] = c * V[-1, i]\n",
    "    V[1:-1, i] = DD.solve(V[1:-1, i + 1] - offset)\n",
    "\n",
    "# finds the option at S0\n",
    "oPrice = np.interp(X0, x, V[:, 0])\n",
    "print(\"The price of the Up and Out option by PDE is: \", oPrice)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "S = np.exp(x)\n",
    "fig = plt.figure(figsize=(18, 6))\n",
    "ax1 = fig.add_subplot(121)\n",
    "ax2 = fig.add_subplot(122, projection=\"3d\")\n",
    "\n",
    "ax1.plot(S, Payoff, color=\"blue\", label=\"Payoff\")\n",
    "ax1.plot(S, V[:, 0], color=\"red\", label=\"Barrier curve\")\n",
    "ax1.set_xlim(40, 130)\n",
    "ax1.set_ylim(0, 1.5)\n",
    "ax1.set_xlabel(\"S\")\n",
    "ax1.set_ylabel(\"V\")\n",
    "ax1.legend(loc=\"upper right\")\n",
    "ax1.set_title(\"Curve at t=0\")\n",
    "\n",
    "X, Y = np.meshgrid(T_array, S)\n",
    "ax2.plot_surface(Y, X, V)\n",
    "ax2.set_title(\"Barrier option Up and Out surface\")\n",
    "ax2.set_xlabel(\"S\")\n",
    "ax2.set_ylabel(\"t\")\n",
    "ax2.set_zlabel(\"V\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### PDE method - Down and In:\n",
    "\n",
    "This is a second order contract. We have to first solve for the vanilla call and then for the barrier problem.    When solving the barrier problem we have to impose the terminal condition $V(T,s) = 0$ and the lower lateral condition $V(t, B) = \\text{vanilla price}$ and $V(t, s_{max}) = 0$.\n",
    "\n",
    "This is more an exercise, because the computation can be reduced using the property **In + Out = Vanilla**.     \n",
    "But let us do this exercise."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the vanilla option by PDE is:  13.269458211800428\n"
     ]
    }
   ],
   "source": [
    "# PDE for vanilla\n",
    "Nspace = 5000  # M space steps\n",
    "Ntime = 5000  # N time steps\n",
    "S_max = K * 3  # The max of S corresponds to the Barrier\n",
    "S_min = K / 3\n",
    "x_max = np.log(S_max)  # A2\n",
    "x_min = np.log(S_min)  # A1\n",
    "B_log = np.log(BB)\n",
    "\n",
    "x_b, dx = np.linspace(B_log, x_max, Nspace, retstep=True)  # space discretization starting from the barrier\n",
    "x = np.concatenate((np.arange(B_log, x_min, -dx)[::-1][:-1], x_b))  # total x vector\n",
    "N_tot = len(x)\n",
    "\n",
    "T_array, dt = np.linspace(0, T, Ntime, retstep=True)  # time discretization\n",
    "Payoff = np.maximum(np.exp(x) - K, 0)  # Call payoff\n",
    "\n",
    "V = np.zeros((N_tot, Ntime))  # grid initialization\n",
    "offset = np.zeros(N_tot - 2)  # vector to be used for the boundary terms\n",
    "\n",
    "V[:, -1] = Payoff  # terminal conditions\n",
    "V[-1, :] = np.exp(x_max) - K * np.exp(-r * T_array[::-1])  # boundary condition\n",
    "V[0, :] = 0  # boundary condition\n",
    "\n",
    "# construction of the tri-diagonal matrix D\n",
    "sig2 = sig * sig\n",
    "dxx = dx * dx\n",
    "a = (dt / 2) * ((r - 0.5 * sig2) / dx - sig2 / dxx)\n",
    "b = 1 + dt * (sig2 / dxx + r)\n",
    "c = -(dt / 2) * ((r - 0.5 * sig2) / dx + sig2 / dxx)\n",
    "D = sparse.diags([a, b, c], [-1, 0, 1], shape=(N_tot - 2, N_tot - 2)).tocsc()\n",
    "DD = splu(D)\n",
    "\n",
    "# Backward iteration\n",
    "for i in range(Ntime - 2, -1, -1):\n",
    "    offset[0] = a * V[0, i]\n",
    "    offset[-1] = c * V[-1, i]\n",
    "    V[1:-1, i] = DD.solve(V[1:-1, i + 1] - offset)\n",
    "\n",
    "# finds the option at S0\n",
    "oPrice = np.interp(X0, x, V[:, 0])\n",
    "print(\"The price of the vanilla option by PDE is: \", oPrice)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the Down and In option by PDE is:  2.1016847221584603\n"
     ]
    }
   ],
   "source": [
    "# PDE for barrier\n",
    "VB = V[-Nspace:, :]\n",
    "offset = np.zeros(Nspace - 2)  # vector to be used for the boundary terms\n",
    "\n",
    "VB[:, -1] = 0  # terminal condition\n",
    "V[-1, :] = 0  # lateral condition\n",
    "\n",
    "# construction of the tri-diagonal matrix D\n",
    "sig2 = sig * sig\n",
    "dxx = dx * dx\n",
    "a = (dt / 2) * ((r - 0.5 * sig2) / dx - sig2 / dxx)\n",
    "b = 1 + dt * (sig2 / dxx + r)\n",
    "c = -(dt / 2) * ((r - 0.5 * sig2) / dx + sig2 / dxx)\n",
    "D = sparse.diags([a, b, c], [-1, 0, 1], shape=(Nspace - 2, Nspace - 2)).tocsc()\n",
    "DD = splu(D)\n",
    "\n",
    "# Backward iteration\n",
    "for i in range(Ntime - 2, -1, -1):\n",
    "    offset[0] = a * VB[0, i]\n",
    "    offset[-1] = c * VB[-1, i]\n",
    "    VB[1:-1, i] = DD.solve(VB[1:-1, i + 1] - offset)\n",
    "\n",
    "# finds the option at S0\n",
    "oPrice = np.interp(X0, x_b, VB[:, 0])\n",
    "print(\"The price of the Down and In option by PDE is: \", oPrice)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "S = np.exp(x)\n",
    "S_b = np.exp(x_b)\n",
    "fig = plt.figure(figsize=(18, 6))\n",
    "ax1 = fig.add_subplot(121)\n",
    "ax2 = fig.add_subplot(122, projection=\"3d\")\n",
    "\n",
    "ax1.plot(S, Payoff, color=\"blue\", label=\"Payoff\")\n",
    "ax1.plot(S, V[:, 0], color=\"darkred\", label=\"Barrier option curve\")\n",
    "ax1.set_xlim(50, 150)\n",
    "ax1.set_ylim(0, 10)\n",
    "ax1.set_xlabel(\"S\")\n",
    "ax1.set_ylabel(\"V\")\n",
    "ax1.legend(loc=\"upper right\")\n",
    "ax1.set_title(\"Curve at t=0\")\n",
    "\n",
    "X, Y = np.meshgrid(T_array, S[1500:6000])\n",
    "ax2.plot_surface(Y, X, V[1500:6000, :])\n",
    "ax2.set_title(\"Barrier option Down and In surface\")\n",
    "ax2.set_xlabel(\"S\")\n",
    "ax2.set_ylabel(\"t\")\n",
    "ax2.set_zlabel(\"V\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec3'></a>\n",
    "## Asian options\n",
    "\n",
    "For more info have a look at the [wiki page](https://en.wikipedia.org/wiki/Asian_option)\n",
    "\n",
    "Let us consider the two cases: \n",
    "- **Fixed Strike Arithmetic Average CALL** European option:\n",
    "\n",
    "\\begin{equation}\n",
    "V(t,s) = e^{- r (T-t)} \\mathbb{E}^{\\mathbb{Q}} \\biggl[ \\biggl( A_T - K \\biggr)^+ \\, \\bigg| \\, S_t=s \\biggr].\n",
    "\\end{equation}\n",
    "\n",
    "- **Floating Strike Arithmetic Average CALL** European option:\n",
    "\n",
    "\\begin{equation}\n",
    "V(t,s) = e^{- r (T-t)} \\mathbb{E}^{\\mathbb{Q}} \\biggl[ \\biggl( S_T  - A_T \\biggr)^+ \\, \\bigg| \\, S_t=s \\biggr].\n",
    "\\end{equation}\n",
    "\n",
    "where the term \n",
    "\n",
    "$$ A_t = \\frac{1}{t} \\int_0^t S_u du $$ \n",
    "\n",
    "represents the continuous time **arithmetic average** of the price process.\n",
    "\n",
    "The PDE of the Asian option is obtain by an augmentation of the state i.e. the new state variable $A_t$ is introduced. This state variables has a dynamics described by the SDE:\n",
    "\n",
    "$$ dA_t = \\frac{S_t - A_t}{t} dt. $$\n",
    "\n",
    "The Asian PDE is:\n",
    "\n",
    "$$ \\frac{\\partial  V(t,a,s)}{\\partial t}  \n",
    "          + r\\,s \\frac{\\partial V(t,a,s)}{\\partial s} + \\frac{s - a}{t} \\frac{\\partial V(t,a,s)}{\\partial a}\n",
    "          + \\frac{1}{2} \\sigma^2 s^2 \\frac{\\partial^2  V(t,a,s)}{\\partial s^2} - r  V(t,a,s)  = 0. $$\n",
    "\n",
    "with \"unknown\" lateral boundary conditions. It is not clear how $V(t,a,s)$ behaves when $a, s \\to \\pm \\infty$.  \n",
    "A derivation of a similar Asian PDE can be found in Theorem 7.5.1 of [3]. \n",
    "\n",
    "In order to simplify the problem, it is better to consider the two-dimensional PDE obtained by a *change of numeraire* or a *change of variable* for the case of **fixed strike** (see Theorem 7.5.3 of [3]) and  **floating strike** (see Section 6.1.2 of [1]) respectively. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec3.1'></a>\n",
    "## Numerical solution\n",
    "\n",
    "The price of the Asian option is not known in closed form. We will compute it by using Monte Carlo and PDE methods."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Monte Carlo:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the fixed strike average call option by Monte Carlo is:  7.026203431709784\n",
      "with standard error:  0.03800140560040339\n",
      "\n",
      "The price of the float strike average call option by Monte Carlo is:  7.2851688797595715\n",
      "with standard error:  0.04138857308481101\n",
      "\n",
      "CPU times: user 9.88 s, sys: 1.48 s, total: 11.4 s\n",
      "Wall time: 11.6 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "np.random.seed(seed=41)\n",
    "N = 10000\n",
    "paths = 50000\n",
    "dt = T / (N - 1)  # time interval\n",
    "\n",
    "# path generation\n",
    "X_0 = np.zeros((paths, 1))\n",
    "increments = ss.norm.rvs(loc=(r - sig**2 / 2) * dt, scale=np.sqrt(dt) * sig, size=(paths, N - 1))\n",
    "X = np.concatenate((X_0, increments), axis=1).cumsum(1)\n",
    "S = S0 * np.exp(X)\n",
    "\n",
    "A = np.mean(S, axis=1)  # Average of each path\n",
    "# A = S[:,-1]                 # Uncomment to retrieve the Black-Scholes price\n",
    "\n",
    "# FIXED STRIKE\n",
    "MC_asian_fixed = np.exp(-r * T) * np.mean(np.maximum(A - K, 0))\n",
    "asian_fixed_std_err = np.exp(-r * T) * ss.sem(np.maximum(A - K, 0))\n",
    "print(\"The price of the fixed strike average call option by Monte Carlo is: \", MC_asian_fixed)\n",
    "print(\"with standard error: \", asian_fixed_std_err)\n",
    "print()\n",
    "\n",
    "# FLOAT STRIKE\n",
    "MC_asian_float = np.exp(-r * T) * np.mean(np.maximum(S[:, -1] - A, 0))\n",
    "asian_float_std_err = np.exp(-r * T) * ss.sem(np.maximum(S[:, -1] - A, 0))\n",
    "print(\"The price of the float strike average call option by Monte Carlo is: \", MC_asian_float)\n",
    "print(\"with standard error: \", asian_float_std_err)\n",
    "print()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec3.2'></a>\n",
    "## Fixed strike. PDE method:\n",
    "\n",
    "Let us consider the PDE:\n",
    "\n",
    "$$ \\frac{\\partial  g(t,y)}{\\partial t}  \n",
    "          + \\frac{1}{2} \\sigma^2 \\bigl(\\gamma(t) - y\\bigr)^2 \\frac{\\partial^2  g(t,y)}{\\partial y^2}  = 0. $$\n",
    "\n",
    "with boundary conditions:\n",
    "\n",
    "$$ g(T,y) = y^+ $$\n",
    "\n",
    "$$ g(t, -\\infty) = 0 \\quad \\text{and} \\quad g(t,y) \\underset{y\\to \\infty}{\\sim} y $$\n",
    "\n",
    "where the function $\\gamma(t) := \\frac{1}{rT} (1 - e^{-r(T-t)})$.\n",
    "This is derived in Section 7.5.3 of [3].\n",
    "\n",
    "The solution of this PDE is related with the option price by the relation:\n",
    "\n",
    "$$ V(t,a,s) := s \\, g \\bigg(t,\\frac{x}{s} \\bigg) $$\n",
    "\n",
    "with $x := \\frac{1}{rT} \\bigl( 1-e^{-rT} \\bigr) s - e^{-rT} K $.\n",
    "\n",
    "We can discretize the computational domain and call $g(t_n, y_i) := g^n_i$, and then discretize the PDE using the usual implicit method (for a review, see the notebook **2.1**). We obtain:\n",
    "\n",
    "$$ g^{n+1}_{i} = a^{n}_{i}\\, g^{n}_{i-1} + b^{n}_{i}\\, g^{n}_{i} + a^{n}_{i}\\, g^{n}_{i+1} $$\n",
    "\n",
    "with\n",
    "\n",
    "$$\n",
    " a^{n}_{i} =  - \\frac{1}{2}\\sigma^2 \\frac{\\Delta t}{\\Delta y^2}  \\biggl(\\gamma(t_n) - y_i \\biggr)^2  \\quad\n",
    " \\text{ and } \\quad b^{n}_{i} = 1 + \\sigma^2 \\frac{\\Delta t}{\\Delta y^2} \\biggl(\\gamma(t_n) - y_i \\biggr)^2 $$\n",
    " \n",
    "The coefficients depend on time and space. We have to construct a new matrix $\\mathcal{D}$ at each time step."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "def gamma(t):\n",
    "    return 1 / (r * T) * (1 - np.exp(-r * (T - t)))\n",
    "\n",
    "\n",
    "def get_X0(S0):\n",
    "    \"\"\"function that computes the variable x defined above\"\"\"\n",
    "    return gamma(0) * S0 - np.exp(-r * T) * K"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the Fixed Strike Asian option by PDE is:  7.0508906916853284\n"
     ]
    }
   ],
   "source": [
    "# PDE algorithm\n",
    "Nspace = 6000  # M space steps\n",
    "Ntime = 6000  # N time steps\n",
    "y_max = 60  # A2\n",
    "y_min = -60  # A1\n",
    "\n",
    "y, dy = np.linspace(y_min, y_max, Nspace, retstep=True)  # space discretization\n",
    "T_array, dt = np.linspace(0, T, Ntime, retstep=True)  # time discretization\n",
    "Payoff = np.maximum(y, 0)  # payoff\n",
    "\n",
    "G = np.zeros((Nspace, Ntime))  # grid initialization\n",
    "offset = np.zeros(Nspace - 2)  # vector to be used for the boundary terms\n",
    "\n",
    "G[:, -1] = Payoff  # terminal conditions\n",
    "G[-1, :] = y_max  # boundary condition\n",
    "G[0, :] = 0  # boundary condition\n",
    "\n",
    "for n in range(Ntime - 2, -1, -1):\n",
    "    # construction of the tri-diagonal matrix D\n",
    "    sig2 = sig * sig\n",
    "    dyy = dy * dy\n",
    "    a = -0.5 * (dt / dyy) * sig2 * (gamma(T_array[n]) - y[1:-1]) ** 2\n",
    "    b = 1 + (dt / dyy) * sig2 * (gamma(T_array[n]) - y[1:-1]) ** 2  # main diagonal\n",
    "    a0 = a[0]\n",
    "    cM = a[-1]  # boundary terms\n",
    "    aa = a[1:]\n",
    "    cc = a[:-1]  # upper and lower diagonals\n",
    "    D = sparse.diags([aa, b, cc], [-1, 0, 1], shape=(Nspace - 2, Nspace - 2)).tocsc()\n",
    "\n",
    "    # backward computation\n",
    "    offset[0] = a0 * G[0, n]\n",
    "    offset[-1] = cM * G[-1, n]\n",
    "    G[1:-1, n] = spsolve(D, (G[1:-1, n + 1] - offset))\n",
    "\n",
    "X0 = get_X0(S0)\n",
    "oPrice = S0 * np.interp(X0 / S0, y, G[:, 0])\n",
    "print(\"The price of the Fixed Strike Asian option by PDE is: \", oPrice)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plot:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "S = np.linspace(70, 130, 100)\n",
    "asian_PDE = S * np.interp(get_X0(S) / S, y, G[:, 0])\n",
    "\n",
    "fig = plt.figure(figsize=(10, 5))\n",
    "plt.plot(S, np.maximum(S - K, 0), color=\"blue\", label=\"Payoff\")\n",
    "plt.plot(S, asian_PDE, color=\"red\", label=\"BS curve\")\n",
    "plt.xlabel(\"S\")\n",
    "plt.ylabel(\"Price\")\n",
    "plt.text(98, 8, \"ATM\")\n",
    "plt.plot([S0, S0], [0, oPrice], \"k--\")\n",
    "plt.plot([70, S0], [oPrice, oPrice], \"k--\")\n",
    "plt.legend(loc=\"upper left\")\n",
    "plt.title(\"Fixed Strike Asian CALL price at t=0\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<a id='sec3.3'></a>\n",
    "## Floating strike. PDE method:\n",
    "\n",
    "In this case we can simply make a change of variable in the three-dimensional Asian PDE introduced above:\n",
    "\n",
    "$$ V(t,a,s) := a\\, W(t,x) \\quad \\text{with} \\quad x=\\frac{s}{a}$$\n",
    "\n",
    "Let us recall how the partial derivatives change: \n",
    "\n",
    "$$ \\frac{\\partial}{\\partial s} = \\frac{\\partial x}{\\partial s} \\frac{\\partial}{\\partial x} = \\frac{1}{a} \\frac{\\partial}{\\partial x}, \\quad \\frac{\\partial^2}{\\partial s^2} = \\frac{1}{a^2} \\frac{\\partial^2}{\\partial x^2}, \\quad \\frac{\\partial}{\\partial a} = \\frac{\\partial x}{\\partial a} \\frac{\\partial}{\\partial x} = \\frac{-s}{a^2} \\frac{\\partial}{\\partial x}$$\n",
    "\n",
    "The new PDE in two dimensions is:\n",
    "\n",
    "$$ \\frac{\\partial  W(t,x)}{\\partial t}  \n",
    "          + r\\,x \\frac{\\partial W(t,x)}{\\partial x} + \\frac{x - 1}{t} \\biggl( W(t,x) - x \\frac{\\partial W(t,x)}{\\partial x} \\biggr)\n",
    "          + \\frac{1}{2} \\sigma^2 x^2 \\frac{\\partial^2  W(t,x)}{\\partial x^2} - r  W(t,x)  = 0. $$\n",
    "          \n",
    "with terminal conditions:\n",
    "\n",
    "$$ W(T,x) = (x-1)^+ $$\n",
    "\n",
    "and lateral conditions:\n",
    "\n",
    "$$ W(t,0) = 0 \\quad \\text{ and } \\quad W(t,x) \\underset{x\\to \\infty}{\\sim} (x-1)^+ $$\n",
    "\n",
    "We can use the usual implicit discretization in time. \n",
    "However, it turns out that the central finite-difference approximation in space creates stability problems.\n",
    "Instead, the [Upwind scheme](https://en.wikipedia.org/wiki/Upwind_scheme) makes a good job here.    \n",
    "The discretized PDE is the following:\n",
    "\n",
    "$$ \\begin{aligned}\n",
    "& \\frac{W^{n+1}_{i} -W^{n}_{i}}{\\Delta t}  \n",
    "          + \\max \\biggl( r\\,x_i - x_i \\frac{x_i-1}{t_n},\\, 0 \\biggr) \\frac{W^{n}_{i+1} -W^{n}_{i}}{ \\Delta x} \n",
    "          + \\min \\biggl( r\\,x_i - x_i \\frac{x_i-1}{t_n},\\, 0 \\biggr) \\frac{W^{n}_{i} -W^{n}_{i-1}}{ \\Delta x} \\\\ \n",
    "&          + \\frac{1}{2} \\sigma^2 x_i^2  \\frac{W^{n}_{i+1} + W^{n}_{i-1} - 2 W^{n}_{i}}{\\Delta x^2} \n",
    "          + \\biggl( \\frac{x_i - 1}{t_n} - r \\biggr)  W^{n}_i  = 0. \n",
    "\\end{aligned} $$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The price of the Floating Strike Asian option by PDE is:  7.3005262375145765\n"
     ]
    }
   ],
   "source": [
    "Nspace = 4000  # M space steps\n",
    "Ntime = 7000  # N time steps\n",
    "x_max = 10  # A2\n",
    "x_min = 0  # A1\n",
    "x, dx = np.linspace(x_min, x_max, Nspace, retstep=True)  # space discretization\n",
    "T_array, dt = np.linspace(0.0001, T, Ntime, retstep=True)  # time discretization\n",
    "Payoff = np.maximum(x - 1, 0)  # Call payoff\n",
    "\n",
    "V = np.zeros((Nspace, Ntime))  # grid initialization\n",
    "offset = np.zeros(Nspace - 2)  # vector to be used for the boundary terms\n",
    "V[:, -1] = Payoff  # terminal conditions\n",
    "V[-1, :] = x_max - 1  # boundary condition\n",
    "V[0, :] = 0  # boundary condition\n",
    "\n",
    "for n in range(Ntime - 2, -1, -1):\n",
    "    # construction of the tri-diagonal matrix D\n",
    "    sig2 = sig * sig\n",
    "    dxx = dx * dx\n",
    "    max_part = np.maximum(x[1:-1] * (r - (x[1:-1] - 1) / T_array[n]), 0)  # upwind positive part\n",
    "    min_part = np.minimum(x[1:-1] * (r - (x[1:-1] - 1) / T_array[n]), 0)  # upwind negative part\n",
    "\n",
    "    a = min_part * (dt / dx) - 0.5 * (dt / dxx) * sig2 * (x[1:-1]) ** 2\n",
    "    b = (\n",
    "        1 + dt * (r - (x[1:-1] - 1) / T_array[n]) + (dt / dxx) * sig2 * (x[1:-1]) ** 2 + dt / dx * (max_part - min_part)\n",
    "    )  # main diagonal\n",
    "    c = -max_part * (dt / dx) - 0.5 * (dt / dxx) * sig2 * (x[1:-1]) ** 2\n",
    "\n",
    "    a0 = a[0]\n",
    "    cM = c[-1]  # boundary terms\n",
    "    aa = a[1:]\n",
    "    cc = c[:-1]  # upper and lower diagonals\n",
    "    D = sparse.diags([aa, b, cc], [-1, 0, 1], shape=(Nspace - 2, Nspace - 2)).tocsc()  # matrix D\n",
    "\n",
    "    # backward computation\n",
    "    offset[0] = a0 * V[0, n]\n",
    "    offset[-1] = cM * V[-1, n]\n",
    "    V[1:-1, n] = spsolve(D, (V[1:-1, n + 1] - offset))\n",
    "\n",
    "# finds the option at S0, assuming it is ATM i.e. x=s/a=1\n",
    "oPrice = S0 * np.interp(1, x, V[:, 0])\n",
    "print(\"The price of the Floating Strike Asian option by PDE is: \", oPrice)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plot:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "S = np.linspace(10, 200, 100)\n",
    "A = np.linspace(80, 120, 100)\n",
    "VV = np.zeros((100, 100))\n",
    "for i in range(len(S)):\n",
    "    for j in range(len(A)):\n",
    "        VV[i, j] = A[j] * np.interp(S[i] / A[j], x, V[:, 0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1800x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(18, 5))\n",
    "gs = gridspec.GridSpec(1, 2, width_ratios=[3, 2])\n",
    "ax1 = fig.add_subplot(gs[0], projection=\"3d\")\n",
    "ax2 = fig.add_subplot(gs[1])\n",
    "\n",
    "X, Y = np.meshgrid(A, S)\n",
    "ax1.plot_surface(Y, X, VV)\n",
    "ax1.set_title(\"Floating strike Asian option surface at time zero\")\n",
    "ax1.set_xlabel(\"Spot price\")\n",
    "ax1.set_ylabel(\"Spot average\")\n",
    "ax1.set_zlabel(\"Price\")\n",
    "ax1.view_init(30, -100)\n",
    "\n",
    "ax2.plot(x, Payoff, color=\"blue\", label=\"Payoff\")\n",
    "ax2.plot(x, V[:, 0], color=\"red\", label=\"W curve\")\n",
    "ax2.set_xlim(0, 2)\n",
    "ax2.set_ylim(0, 1)\n",
    "ax2.set_title(\"Auxiliary function W at time zero\")\n",
    "ax2.legend(loc=\"upper left\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### References\n",
    "\n",
    "[1]  Daniel Sevcovic, Beata Stehlikova, Karol Mikula (2011). \"Analytical and numerical methods for pricing financial derivatives\". Nova Science Pub Inc; UK. \n",
    "\n",
    "[2] Wilmott Paul (1994), \"Option pricing - Mathematical models and computation\". Oxford Financial Press.\n",
    "\n",
    "[3] Steven Shreve (2005), \"Stochastic calculus for finance\". Springer Finance.\n",
    "\n",
    "[4] Paul Wilmott (2006), *Paul Wilmott on quantitative finance*\n",
    "\n",
    "[5] Broadie, Glasserman, Kou. *Connecting Discrete and Continuous Path-Dependent Options* "
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
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 },
 "nbformat": 4,
 "nbformat_minor": 2
}
